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## Call:
## vegan::adonis(formula = sp_percov ~ PDO_anul_mn, data = pdo_treats, permutations = 1000, method = "bray")
##
## Permutation: free
## Number of permutations: 1000
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## PDO_anul_mn 1 0.13842 0.138416 3.4099 0.13969 0.01299 *
## Residuals 21 0.85244 0.040592 0.86031
## Total 22 0.99085 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Call:
## vegan::adonis(formula = sp_percov2 ~ mean_yearly_discharge_m3d1, data = fresh_treats, permutations = 1000, method = "bray")
##
## Permutation: free
## Number of permutations: 1000
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## mean_yearly_discharge_m3d1 1 0.01886 0.018856 0.43699 0.0237 0.7982
## Residuals 18 0.77670 0.043150 0.9763
## Total 19 0.79556 1.0000
##
## Call:
## vegan::adonis(formula = sp_percov3 ~ ATemp_yearMn, data = atemp_treats, permutations = 1000, method = "bray")
##
## Permutation: free
## Number of permutations: 1000
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## ATemp_yearMn 1 0.10530 0.105297 2.497 0.10627 0.03297 *
## Residuals 21 0.88556 0.042169 0.89373
## Total 22 0.99085 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Call:
## vegan::adonis(formula = sp_percov4 ~ ATemp_yearMn + mn_yr_discharge, data = all_treats, permutations = 1000, method = "bray")
##
## Permutation: free
## Number of permutations: 1000
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model R2 Pr(>F)
## ATemp_yearMn 1 0.09312 0.093121 2.37670 0.11705 0.05095 .
## mn_yr_discharge 1 0.03636 0.036361 0.92803 0.04570 0.43556
## Residuals 17 0.66608 0.039181 0.83724
## Total 19 0.79556 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## ***VECTORS
##
## MDS1 MDS2 r2 Pr(>r)
## FUCUS_PERCOV_TOTAL 0.28514 -0.95849 0.6046 0.000999 ***
## BARNACLES 0.85840 0.51298 0.1465 0.000999 ***
## MYTILUS -0.99993 -0.01193 0.3527 0.000999 ***
## PTEROSIPHONIA -0.96072 -0.27753 0.4351 0.000999 ***
## BARNACLE_SPAT -0.28529 0.95844 0.0757 0.000999 ***
## FUCUS_SPORELINGS_PERCOV 0.14829 -0.98894 0.0419 0.006993 **
## LOTTIIDAE -0.64317 0.76572 0.2235 0.000999 ***
## L.SITKANA 0.78749 0.61633 0.0312 0.034965 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Permutation: free
## Number of permutations: 1000
##
## ***VECTORS
##
## MDS1 MDS2 r2 Pr(>r)
## mn_yr_discharge -0.45663 -0.88966 0.0026 0.73027
## ATemp_yearMn -0.92954 0.36871 0.0287 0.02597 *
## Water_Temp_June -0.98194 -0.18917 0.0382 0.01099 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Permutation: free
## Number of permutations: 1000
##
## Call:
## vegan::adonis(formula = sp_percov5 ~ ATemp_yearMn * mn_yr_discharge * Water_Temp_June, data = all_treats2, permutations = 1000, method = "bray")
##
## Permutation: free
## Number of permutations: 1000
##
## Terms added sequentially (first to last)
##
## Df SumsOfSqs MeanSqs F.Model
## ATemp_yearMn 1 0.9871 0.9871 9.951
## mn_yr_discharge 1 3.1919 3.1919 32.178
## Water_Temp_June 1 0.3839 0.3839 3.871
## ATemp_yearMn:mn_yr_discharge 1 0.1628 0.1628 1.641
## ATemp_yearMn:Water_Temp_June 1 0.3082 0.3082 3.108
## mn_yr_discharge:Water_Temp_June 1 0.3586 0.3586 3.615
## ATemp_yearMn:mn_yr_discharge:Water_Temp_June 1 0.0775 0.0775 0.781
## Residuals 232 23.0129 0.0992
## Total 239 28.4830
## R2 Pr(>F)
## ATemp_yearMn 0.03465 0.000999 ***
## mn_yr_discharge 0.11206 0.000999 ***
## Water_Temp_June 0.01348 0.003996 **
## ATemp_yearMn:mn_yr_discharge 0.00572 0.161838
## ATemp_yearMn:Water_Temp_June 0.01082 0.018981 *
## mn_yr_discharge:Water_Temp_June 0.01259 0.009990 **
## ATemp_yearMn:mn_yr_discharge:Water_Temp_June 0.00272 0.555445
## Residuals 0.80795
## Total 1.00000
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
## `geom_smooth()` using formula 'y ~ x'
###Looking at lagged June water temp